Designing an Efficient Fuzzy classifier Using an Intelligent Genetic Algorithm
COMPSAC '00 24th International Computer Software and Applications Conference
Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
A GA-based fuzzy modeling approach for generating TSK models
Fuzzy Sets and Systems - Modeling and control
A decision support system for the electrical power districting problem
Decision Support Systems
Grid resource management
Dynamic rescheduling that simultaneously considers efficiency and stability
Computers and Industrial Engineering
A simple but powerful multiobjective hybrid genetic algorithm
Design and application of hybrid intelligent systems
Evolutionary Scheduling: A Review
Genetic Programming and Evolvable Machines
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Finding useful fuzzy concepts for pattern classification using genetic algorithm
Information Sciences: an International Journal
Genetic algorithm for the personnel assignment problem with multiple objectives
Information Sciences: an International Journal
Implementation of Simple Multiobjective Memetic Algorithms and Its Application to Knapsack Problems
International Journal of Hybrid Intelligent Systems
Computers and Operations Research
Energy-aware topology control for wireless sensor networks using memetic algorithms
Computer Communications
Multi-objective genetic algorithm for single machine scheduling problem under fuzziness
Fuzzy Optimization and Decision Making
Improve the efficiency of traditional scheduling system with GA-Petri net model
International Journal of Computer Applications in Technology
Computers and Industrial Engineering
An effective hybrid DE-based algorithm for multi-objective flow shop scheduling with limited buffers
Computers and Operations Research
International Journal of Computer Integrated Manufacturing - Global Competitive Manufacturing
Feature-based classifier ensembles for diagnosing multiple faults in rotating machinery
Applied Soft Computing
A Study of Schedule Robustness for Job Shop with Uncertainty
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
Expert Systems with Applications: An International Journal
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Design and analysis of stochastic local search for the multiobjective traveling salesman problem
Computers and Operations Research
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Multi-objective genetic local search algorithm using Kohonen's neural map
Computers and Industrial Engineering
Computers and Operations Research
A Novel Weight-Based Immune Genetic Algorithm for Multiobjective Optimization Problems
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A Genetic Algorithm for the Open Shop Problem with Uncertain Durations
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
WBMOAIS: A novel artificial immune system for multiobjective optimization
Computers and Operations Research
Fusion of soft computing and hard computing for large-scale plants: a general model
Applied Soft Computing
A multi-objective ant colony system algorithm for flow shop scheduling problem
Expert Systems with Applications: An International Journal
Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II
IEEE Transactions on Evolutionary Computation
A multi-objective approach for robust airline scheduling
Computers and Operations Research
Integration of SQP and PSO for optimal planning of harmonic filters
Expert Systems with Applications: An International Journal
The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
The multiobjective evolutionary algorithm based on determined weight and sub-regional search
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A constraint-based model for multi-objective repair planning
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
Schemata-driven multi-objective optimization
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
An empirical study on the effect of mating restriction on the search ability of EMO algorithms
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Experimental genetic operators analysis for the multi-objective permutation flowshop
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
A similarity-based mating scheme for evolutionary multiobjective optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Generalization of dominance relation-based replacement rules for memetic EMO algorithms
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Optimization of scalarizing functions through evolutionary multiobjective optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Computers and Industrial Engineering
C-PSA: Constrained Pareto simulated annealing for constrained multi-objective optimization
Information Sciences: an International Journal
Identification of Full and Partial Class Relevant Genes
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
HCS: a new local search strategy for memetic multiobjective evolutionary algorithms
IEEE Transactions on Evolutionary Computation
Expensive multiobjective optimization by MOEA/D with Gaussian process model
IEEE Transactions on Evolutionary Computation
Evolutionary symbolic discovery for bioinformatics, systems and synthetic biology
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
A multi-criteria optimization framework for industrial shop scheduling using fuzzy set theory
Integrated Computer-Aided Engineering
Fast Local Search for Fuzzy Job Shop Scheduling
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
How to choose solutions for local search in multiobjective combinatorial memetic algorithms
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Improving local search for the fuzzy job shop using a lower bound
CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence
Expert Systems with Applications: An International Journal
Precast production scheduling using multi-objective genetic algorithms
Expert Systems with Applications: An International Journal
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Very large-scale neighborhood search for solving multiobjective combinatorial optimization problems
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
GRACE: a generational randomized ACO for the multi-objective shortest path problem
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Computers and Industrial Engineering
New quality measures for multiobjective programming
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
A hybrid adaptive multi-objective memetic algorithm for 0/1 knapsack problem
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Recombination of similar parents in EMO algorithms
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Effects of removing overlapping solutions on the performance of the NSGA-II algorithm
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Clonal selection with immune dominance and anergy based multiobjective optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Hybrid Genetic-SPSA algorithm based on random fuzzy simulation for chance-constrained programming
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
A hybrid self-adjusted memetic algorithm for multi-objective optimization
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
An improved immune genetic algorithm for multiobjective optimization
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
A class of expected value multi-objective programming problems with random rough coefficients
Mathematical and Computer Modelling: An International Journal
A hybrid multiobjective evolutionary algorithm: Striking a balance with local search
Mathematical and Computer Modelling: An International Journal
Local preference-inspired co-evolutionary algorithms
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Using computational intelligence for large scale air route networks design
Applied Soft Computing
WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence
Multi-objective optimization with fuzzy measures and its application to flow-shop scheduling
Engineering Applications of Artificial Intelligence
On optimizing a bi-objective flowshop scheduling problem in an uncertain environment
Computers & Mathematics with Applications
Recombination of similar parents in SMS-EMOA on many-objective 0/1 knapsack problems
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Collaboration and Competition Process: A Multi-Teams and Genetic Algorithm Hybrid Approach
International Journal of Artificial Life Research
Modeling and Pareto optimization of multi-objective order scheduling problems in production planning
Computers and Industrial Engineering
Computers and Operations Research
Comprehensive Survey of the Hybrid Evolutionary Algorithms
International Journal of Applied Evolutionary Computation
Iterative approaches for solving a multi-objective 2-dimensional vector packing problem
Computers and Industrial Engineering
Multi-objective optimization of facility planning for energy intensive companies
Journal of Intelligent Manufacturing
Advances in Engineering Software
General framework for localised multi-objective evolutionary algorithms
Information Sciences: an International Journal
A comparative evaluation of multi-objective exploration algorithms for high-level design
ACM Transactions on Design Automation of Electronic Systems (TODAES)
International Journal of Hybrid Intelligent Systems
Hi-index | 0.01 |
We propose a hybrid algorithm for finding a set of nondominated solutions of a multi objective optimization problem. In the proposed algorithm, a local search procedure is applied to each solution (i.e., each individual) generated by genetic operations. Our algorithm uses a weighted sum of multiple objectives as a fitness function. The fitness function is utilized when a pair of parent solutions are selected for generating a new solution by crossover and mutation operations. A local search procedure is applied to the new solution to maximize its fitness value. One characteristic feature of our algorithm is to randomly specify weight values whenever a pair of parent solutions are selected. That is, each selection (i.e., the selection of two parent solutions) is performed by a different weight vector. Another characteristic feature of our algorithm is not to examine all neighborhood solutions of a current solution in the local search procedure. Only a small number of neighborhood solutions are examined to prevent the local search procedure from spending almost all available computation time in our algorithm. High performance of our algorithm is demonstrated by applying it to multi objective flowshop scheduling problems